System und Verfahren für eine auf einem Sichttransformator Basierende Aktive Prüfung zur Markierungseffizienten Bewertung von Sichtaufgaben

Details

Veröffentlichungs-Nr.

EP4752850

Anmeldetag

27. November 2025

Veröffentlichung

3. Juni 2026

Rechtsraum

EP

IPC

G06V10/776, G06V20/56

Abstract

A method includes splitting an input image into a plurality of patches with each patch corresponding to a distinct region of the input image using a vision transformer. The input image is defined using a model output of a vision model. The method further includes defining a plurality of position embeddings including a position embedding for each of the plurality of patches and for the input image as a whole using the vision transformer, labeling identified regions of the original image based on the estimated loss map to define a labeled image; and outputting a test performance qualifier indicating expected performance of the vision model when the vision model is part of the vision system. The test performance qualifier is calculated using a weighted analysis based on the image loss level and the regional loss level for each patch provided with the labeled image.

Anmelder

Firma

Robert Bosch GmbH

Land

🇩🇪 Deutschland